{"id":"W2122097906","doi":"10.1093/ije/dys069","title":"Commentary: Reporting and assessing evidence for interaction: why, when and how?","year":2012,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"Wellcome Trust","keywords":"MEDLINE; Medicine; Psychology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03320788,0.0002068549,0.0008626409,0.0005290252,0.0001110001,0.0003362905,0.0006537306,0.0003077303,0.0003813793],"category_scores_gemma":[0.06592517,0.0001447216,0.0002232708,0.00005608804,0.0001786822,0.001879404,0.0002131697,0.001086397,0.000003767952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178006,"about_ca_system_score_gemma":0.0001541262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002829519,"about_ca_topic_score_gemma":0.00001217418,"domain_scores_codex":[0.9941478,0.0013252,0.002867823,0.0003578626,0.001018521,0.000282833],"domain_scores_gemma":[0.9551336,0.03154667,0.01109271,0.0002268144,0.001892661,0.0001075206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004320835,0.000008338137,0.07122048,0.0000133315,0.0001424305,0.00002827683,0.0001490212,0.00001052535,0.00001873411,0.0000898065,0.8811671,0.04710874],"study_design_scores_gemma":[0.0003272471,0.000124086,0.009572568,0.0003915366,0.00007141916,0.001440898,0.0002330066,0.001260531,0.000008852755,0.01674784,0.9696855,0.0001365443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005519795,0.002296942,0.02995662,0.9561275,0.005801203,0.0001366107,0.00001259161,0.000004904115,0.0001438042],"genre_scores_gemma":[0.03020183,0.0007537957,0.02470918,0.9323137,0.01139467,0.00001331842,0.00004017353,0.00001861186,0.0005547438],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08851836,"threshold_uncertainty_score":0.9955159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7144297374333387,"score_gpt":0.633221009065258,"score_spread":0.08120872836808068,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}